{"id":"W2970137063","doi":"10.1101/737932","title":"Increased serological response against human herpesvirus 6A is associated with risk for multiple sclerosis","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Vetenskapsrådet; University of Oxford; Wellcome Trust; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Serology; Immunology; Etiology; Human herpesvirus 6; Human leukocyte antigen; Multiple sclerosis; Cohort; Disease; Antibody; Case-control study; Epstein–Barr virus; Antibody response; Biology; Virology; Virus; Antigen; Medicine; Herpesviridae; Viral disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126516,0.0003839296,0.0002984008,0.000822999,0.0002793952,0.0004478086,0.000224603,0.0004735579,0.004434218],"category_scores_gemma":[0.001864632,0.0002347742,0.0003557447,0.000526847,0.0002161169,0.0001827161,0.0002884609,0.0004879147,0.0003597562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394465,"about_ca_system_score_gemma":0.000108946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008101912,"about_ca_topic_score_gemma":0.0005260773,"domain_scores_codex":[0.9996935,0.0001080645,0.00002712056,0.00007534554,0.00005901065,0.0000369418],"domain_scores_gemma":[0.9984478,0.0004126347,0.0006461982,0.00008792432,0.0001121704,0.0002933235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002499609,0.00004355375,0.9963679,0.00001254001,0.0001011009,0.0001359958,0.00002110016,0.00002403821,0.001604829,0.00001270889,0.00005661507,0.001369577],"study_design_scores_gemma":[0.00000572566,0.0001546891,0.9984432,0.000005469511,0.00005161397,0.0007777963,0.00003120257,0.0001503209,0.0002539693,0.00003165412,0.00009215965,0.000002185753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989982,0.0004087572,0.0001238015,0.0000370264,0.000008138486,0.000002784926,0.000111926,0.00001087595,0.0002985018],"genre_scores_gemma":[0.999464,0.00009470614,0.00009585368,0.00001082644,0.00001535507,0.000002213735,0.00008304024,0.000001996616,0.0002321543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004434218,"threshold_uncertainty_score":0.01483399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04872812565259297,"score_gpt":0.2739733752137153,"score_spread":0.2252452495611224,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}